{"id":"W4206504643","doi":"10.5430/jct.v11n1p73","title":"Project Method Efficiency for the Teachers’ Professional Activities","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Competence (human resources); Mathematics education; Personality; Test (biology); Relevance (law); Cognition; Pedagogy; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02620602,0.0006746632,0.0006548058,0.002287527,0.0008803424,0.002714421,0.001203348,0.0006260767,0.02780399],"category_scores_gemma":[0.07304052,0.0003976118,0.0007248835,0.002057295,0.0009397729,0.001915895,0.003270905,0.001318109,0.00857213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011436,"about_ca_system_score_gemma":0.003916092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003373282,"about_ca_topic_score_gemma":0.0004186277,"domain_scores_codex":[0.9466299,0.0295966,0.004801655,0.003601475,0.01430719,0.001063196],"domain_scores_gemma":[0.913465,0.0463661,0.004822412,0.02133379,0.01204281,0.001969784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008903132,0.001037621,0.01787136,0.001509552,0.00005370166,0.0001010122,0.004895682,0.0007820901,0.01390972,0.011347,0.007731827,0.9398701],"study_design_scores_gemma":[0.000861378,0.005475879,0.2158461,0.001980703,0.0002685275,0.003061654,0.008436524,0.01018489,0.05308098,0.03363838,0.6669756,0.0001892324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2619883,0.003171468,0.5943351,0.002537949,0.0009384878,0.01045358,0.001092707,0.00210815,0.1233742],"genre_scores_gemma":[0.5981879,0.001062806,0.3487675,0.0004168815,0.0002630352,0.01181833,0.0008146498,0.0008653858,0.03780345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02780399,"threshold_uncertainty_score":0.1385923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146349624374593,"score_gpt":0.3608771973797786,"score_spread":0.3294137011360326,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}